17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

TU7.V3.3

Robust Patch Tensor-Based Multigraph Embedding for Dimensionality Reduction of Hyperspectral Images

Yang-Jun Deng, Yi Zhou, Xing-Hui Zhu, Hunan Agricultural University, China; Wei-Ye Wang, Chengdu University of Information Technology, China; Heng-Chao Li, Southwest Jiaotong University, China
Session:
Graph and Tensor Methods for Hyperspectral Data Analysis Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 3
Presentation Time:
Tue, 19 Jul, 23:30 - 23:45 Malaysia Time (UTC +8)
Tue, 19 Jul, 17:30 - 17:45 Central European Time (UTC +1)
Tue, 19 Jul, 15:30 - 15:45 UTC
Tue, 19 Jul, 11:30 - 11:45 Eastern Time (UTC -5)
Session Chair:
Xiaofeng Yang, Aerospace Information Research Institute (AIRCAS)
Session Manager:
Nur Arif Asyikin Mohamad Ali
Presentation
Discussion
Resources
No resources available.
Session TU7.V3
TU7.V3.1: DUAL GRAPH CONVOLUTION JOINT DENSE NETWORKS FOR HYPERSPECTRAL AND LIDAR DATA CLASSIFICATION
Fangming Guo, Zhongwei Li, Jie Zhang, College of Oceanography and Space Informatics, China University of Petroleum (East China), China; Qiao Meng, Leiquan Wang, College of Computer Science and Technology, China University of Petroleum (East China), China
TU7.V3.2: EVOLUTIONARY TENSOR TRAIN DECOMPOSITION FOR HYPER-SPECTRAL REMOTE SENSING IMAGES
Ryan Solgi, Hugo A. Loaiciga, Zheng Zhang, University of California Santa Barbara, United States
TU7.V3.3: Robust Patch Tensor-Based Multigraph Embedding for Dimensionality Reduction of Hyperspectral Images
Yang-Jun Deng, Yi Zhou, Xing-Hui Zhu, Hunan Agricultural University, China; Wei-Ye Wang, Chengdu University of Information Technology, China; Heng-Chao Li, Southwest Jiaotong University, China
TU7.V3.4: Low Rank and Semi-Nonnegative Tensor Factorization for Hyperspectral Imagery Denoising
Aihong Yuan, Junchao Yu, Xiaoyi Zuo, Kaixin Gao, Mengbo You, Northwest A&F University, China
TU7.V3.5: IMPROVED GRAPH-BASED SEMISUPERVISED HYPERSPECTRAL BAND SELECTION
Weike Teng, Juan Zhao, Xia Bai, Beijing Institute of Technology, China
TU7.V3.6: HYPERSPECTRAL BAND SELECTION VIA SPARSE PRINCIPAL COMPONENT ANALYSIS AND ADAPTIVE MULTIPLE GRAPH LEARNING
Wenxian Zhang, Aihong Yuan, Jinglei Tang, Northwest A&F University, China